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Tabla de Contenidos: “…5.3.3 Saliency Map Computation using Object Representation 184 -- 5.3.4 Using Attention for Object Recognition 184 -- 5.3.5 Implementation 185 -- 5.3.6 Optimizing the Selection of Top-down Bias 186 -- 5.4 Attention with Memory of Learning and Amnesic Function 187 -- 5.4.1 Visual Memory: Amnesic IHDR Tree 188 -- 5.4.2 Competition Neural Network Under the Guidance of Amnesic IHDR 191 -- 5.5 Top-down Computation in the Visual Attention System: VOCUS 193 -- 5.5.1 Bottom-up Features and Bottom-up Saliency Map 193 -- 5.5.2 Top-down Weights and Top-down Saliency Map 194 -- 5.5.3 Global Saliency Map 196 -- 5.6 Hybrid Model of Bottom-up Saliency with Top-down Attention Process 196 -- 5.6.1 Computation of the Bottom-up Saliency Map 197 -- 5.6.2 Learning of Fuzzy ART Networks and Top-down Decision 197 -- 5.7 Top-down Modelling in the Bayesian Framework 199 -- 5.7.1 Review of Basic Framework 200 -- 5.7.2 The Estimation of Conditional Probability Density 201 -- 5.8 Summary 202 -- References 202 -- 6 Validation and Evaluation for Visual Attention Models 207 -- 6.1 Simple Man-made Visual Patterns 207 -- 6.2 Human-labelled Images 208 -- 6.3 Eye-tracking Data 209 -- 6.4 Quantitative Evaluation 211 -- 6.4.1 Some Basic Measures 211 -- 6.4.2 ROC Curve and AUC Score 213 -- 6.4.3 Inter-subject ROC Area 213 -- 6.5 Quantifying the Performance of a Saliency Model to Human Eye Movement in Static and Dynamic Scenes 215 -- 6.6 Spearman's Rank Order Correlation with Visual Conspicuity 217 -- References 219 -- PART III APPLICATIONS OF ATTENTION SELECTION MODELS 221 -- 7 Applications in Computer Vision, Image Retrieval and Robotics 223 -- 7.1 Object Detection and Recognition in Computer Vision 224 -- 7.1.1 Basic Concepts 224 -- 7.1.2 Feature Extraction 224 -- 7.1.3 Object Detection and Classification 227 -- 7.2 Attention Based Object Detection and Recognition in a Natural Scene 231 -- 7.2.1 Object Detection Combined with Bottom-up Model 231 -- 7.2.2 Object Detection based on Attention Elicitation 233.…”

Materias: “…Computer vision…”

Materias: “…Computer vision…”

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Materias: “…computer vision…”

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Materias: “…Visión por ordenador congresos y asambleas…”

Materias: “…Visión por ordenador congresos y asambleas…”

Materias: “…Visión artificial (Robótica) estudios y conferencias…”

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Materias: “…Visión de los colores…”

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Materias: “…"Visione Beata, De" Editio…”

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